The Router Within: Eliciting Native Skill Routing from a Frozen LLM
Gavel reads skill-routing signals from a frozen LLM's forward passes with two linear maps, beating retrieval pipelines by up to 21.9 points.
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Stories tagged #skill-routing
The Router Within: Eliciting Native Skill Routing from a Frozen LLM
Gavel reads native skill-routing signals from a frozen LLM's forward passes with two linear maps, beating retrieve-and-rerank pipelines by up to 21.9 points on Qwen3-32B.
Beyond Top-k Skill Retrieval: Diversity-Aware Skill Routing for LLM Agents
DSR reranks LLM agent skills with Determinantal Point Processes to favor complementary, non-redundant sets, improving multi-skill query coverage.